Monitor
After you give on some runs, Sovara checks for each new run if it's similar to a labeled run. Like this, your organization builds hive intelligence and knows what the agent can do and what it can't do.

Sovara collects the knowledge your agents need
but only asks humans when it matters.
Detect erroneous runs
Spot mistakes inside a run
Tell Sovara what should have happened instead
Monitor
After you give on some runs, Sovara checks for each new run if it's similar to a labeled run. Like this, your organization builds hive intelligence and knows what the agent can do and what it can't do.

Diagnose
Once a run is selected, Sovara's built-in Observability tools let you inspect every step of the agent run and quickly spot mistakes and under-specifications.

Correct
Modern LLMs do not lack intelligence as much as context and domain knowledge. SovaraDB lets your organization create reusable domain knowledge snippets.

Sovara learns company knowledge and can navigate messy data and siloed business processes.
Sovara agents remember mistakes and never make them again. This makes them accurate and reliable.
We collaborated with a large organization to enable Text-to-SQL translation for their database administrators. The database encodes years of tribal knowledge that a general-purpose AI system cannot infer from schema alone. For example, similarly named tables such as FCLT_HIST and FCLT_HIST_1 represent different concepts, and domain terms like “levels” and “floors” are not interchangeable. As a result, out-of-the-box AI tools such as Codex and Claude Code answered only ≤15% of queries correctly. After iterating with Sovara, their Text-to-SQL agent achieved 81.7%.
Try out a demo version of Sovara by downloading the installer for your platform. For more information on how to set up Sovara for your agent, follow these instructions. Don't have an agent? No problem. You can get started with our demo agent.
The desktop app is fully local. All your data stays on the machine where Sovara is deployed.
For Apple Silicon Macs.
For Windows machines.
For Debian/Ubuntu and Fedora/Red Hat-based distributions.
Use the Python or TypeScript SDK to set up your agent for Sovara. We support out-of-the-box integrations with major agentic frameworks and agents built in plain Python or TypeScript.
Once you have installed the desktop app, install the CLI tool and skill to use Sovara from your coding tool of choice.